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High dynamic stripe image enhancement for reliable center extraction in complex environment

Published: 27 December 2017 Publication History

Abstract

High-precision laser vision sensors, as an important mean of 3D data acquisition, are being widely used for online high-speed measurement in complex environment. However, due to the complexity of the scene environment, the stripe images show high dynamic, low signal to noise ratio, which seriously affect the reliability and detection accuracy. In this paper, a high dynamic stripe image brightness enhancement method is proposed. The Retinex theory is adopted to enhance stripe brightness, which makes the gray value of stripe in cross-section is close to Gaussian distribution. Meanwhile, the stripe is segmented correctly based on the reflectivity, which ensures low quality stripes can be enhanced correctly. In that case, the central coordinate of stripe can be easily extracted. Finally, a multi-thread flow acceleration and serialized output program are used to meet the requirement of real-time measurement. The physical experiments indicate that this method can improve the system reliability greatly, which has important practical application value.

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Cited By

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  • (2021)Robust Analysis and Laser Stripe Center Extraction for Rail ImagesApplied Sciences10.3390/app1105203811:5(2038)Online publication date: 25-Feb-2021

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  1. High dynamic stripe image enhancement for reliable center extraction in complex environment

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    cover image ACM Other conferences
    ICVIP '17: Proceedings of the International Conference on Video and Image Processing
    December 2017
    272 pages
    ISBN:9781450353830
    DOI:10.1145/3177404
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    • Nanyang Technological University

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 27 December 2017

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    Author Tags

    1. Enhancemnet
    2. High dynamic
    3. Reflectivity
    4. Retinex theroy

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    • (2021)Robust Analysis and Laser Stripe Center Extraction for Rail ImagesApplied Sciences10.3390/app1105203811:5(2038)Online publication date: 25-Feb-2021

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